{"id":"W2484984088","doi":"10.1007/978-3-642-38085-3","title":"Augmented Environments for Computer-Assisted Interventions","year":2013,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Computer science; Conjunction (astronomy); Psychological intervention; Nice; Human–computer interaction; Multimedia; World Wide Web; Programming language; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001808073,0.000266961,0.00027031,0.0004370569,0.0001094075,0.0001132374,0.0005071553,0.000174618,0.00006235328],"category_scores_gemma":[0.00001092833,0.0002779353,0.0001516234,0.0003710638,0.0002260118,0.0001745662,0.0000499962,0.0003067548,0.00003491385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003680944,"about_ca_system_score_gemma":0.0001046065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004209021,"about_ca_topic_score_gemma":0.00007091583,"domain_scores_codex":[0.9984723,0.0000086496,0.0004890052,0.0004459635,0.0002601846,0.0003239471],"domain_scores_gemma":[0.9992462,0.0001334861,0.00008015845,0.0004032898,0.00006238955,0.00007444069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002729026,0.0001221365,0.00005830936,0.0004077977,0.00006402034,0.000003509153,0.000422332,0.4886694,0.0006255151,0.0005418534,0.002049633,0.5070328],"study_design_scores_gemma":[0.0008716647,0.0001806906,0.006770503,0.000865949,0.0000483177,0.000008585926,4.944762e-7,0.961462,0.0009525389,0.005850722,0.02221963,0.0007688726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004496959,0.00009222963,0.9963889,0.00009707316,0.001675253,0.000760629,0.00006213612,0.0001756626,0.0002983923],"genre_scores_gemma":[0.1592399,0.00004752012,0.8333853,0.001039953,0.000875839,0.0004983048,0.001177306,0.0001479082,0.003587971],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5062639,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190118969427607,"score_gpt":0.2529327939234409,"score_spread":0.2310316042291648,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}